Basic Statistics

Raw Counts

Name Value
Rows 4,588
Columns 139
Discrete columns 15
Continuous columns 124
All missing columns 0
Missing observations 0
Complete Rows 4,588
Total observations 637,732
Memory allocation 4.3 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

## 5 columns ignored with more than 50 categories.
## R_fighter: 1289 categories
## B_fighter: 1520 categories
## date: 401 categories
## location: 145 categories
## finish_round_time: 294 categories

QQ Plot

Correlation Analysis

## 7 features with more than 20 categories ignored!
## R_fighter: 1289 categories
## B_fighter: 1520 categories
## date: 401 categories
## location: 145 categories
## country: 28 categories
## finish_details: 32 categories
## finish_round_time: 294 categories
## Warning in cor(x = structure(list(R_odds = c(-400L, -278L, -190L, 140L, : the standard deviation is zero

Principal Component Analysis

## 5 features with more than 50 categories ignored!
## R_fighter: 1289 categories
## B_fighter: 1520 categories
## date: 401 categories
## location: 145 categories
## finish_round_time: 294 categories
## Warning in plot_prcomp(data = structure(list(R_fighter = c("Curtis Blaydes", : The following features are dropped due to zero variance:
##  * constant_1
##  * R_Women.s.Featherweight_rank
##  * B_Women.s.Featherweight_rank